Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The Disabilities in LIS SIG session features presentations by American and Canadian researchers on a wide array of disability and accessibility-related topics. The first part of the session includes five 10-min research- and experience-based talks. It opens up with Kawooya, Robinson, Copeland, and Fox discussing a pilot study focused on the “Equitable Access for the Blind, Visually Impaired, and Print-Disabled (BVIPD) Students in Online Learning” (funded by USC). In “Ableism Rekindled: Experiences of Ph.D. Student During the COVID-19 Pandemic,” Dali and Charbonneau explore the experiences of disabled and neurodiverse Ph.D. students from LIS programs in Canada and the U.S. (funded by DU). To continue the theme of academia in “Discouraging Accessibility Through Poor Accessibility Training: An Antidote,” Smith addresses ways in which such training can have a negative effect on faculty and staff’s willingness to promote accessibility. Looking into professional settings, Rathbun-Grubb examines the “Post-COVID Work Experiences of Librarians with Chronic Health Conditions” based on the survey data collected in 2022. Bringing public libraries into the mix, Cahill, Adkins, Sartin Long, and Long examine why it is so challenging to engage public libraries in research-to-practice projects that improve access to library for families with young children with disabilities (funded by IMLS). Engaging a new format of blitz reports, the second part of the session highlights the news and updates on seven ongoing or recently completed projects. In their elegiac “May Be a Picture of a Dog and a Book,” Hill and Oswald share results of the study that examined the inaccessibility of social media feeds in Ontario public libraries. Guided by a critical disability studies approach, Lundy reports on preliminary findings from the dissertation-in-progress that investigates how and why individuals with non-apparent chronic illnesses share their health stories on TikTok. In the “The Prevalence of Public Library Makerspaces and Maker Programs for Youth with Disabilities,” Jung and Abbas share the initial findings from the project that investigates strategies for including youth with disabilities in public library markerspaces (funded by IMLS). Continuing this theme, Koh and Seo engage the audience in their participatory design project “Promoting Computational Thinking Skills for Blind and Visually Impaired Teens Through Accessible Library Makerspaces” (funded by IMLS). Based on the recently published co-authored study, Tobin explores “Representations of Children with Disabilities in a Public Library Board Book Collection.” In “Broadening Academic Library Employment: Neurodiversity in Academic Library Hiring,” Thompson and Dali report select findings from the pilot project focused on exploring barriers and supports in academic library hiring practices (funded by IMLS). To wrap up this stellar line-up of presentations, Phillips and Fife turn their attention to accommodation requests from academic librarians and library staff in the context of the COVID-19 pandemic.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it